Direkt zum Inhalt

Applied Data Science with Python

04.12.2024 10:00 Uhr - 15:00 Uhr
11.12.2024 10:00 Uhr - 15:00 Uhr
18.12.2024 10:00 Uhr - 15:00 Uhr
Veranstaltungsformat:
Online-Veranstaltung 
Veranstaltungsort:
  • online
Veranstalter:
  • Graduiertenakademie
Kategorie:
  • Workshop
Zielgruppe:
  • Promovierende/Doktorand:innen

Language: English.

In this workshop, you will learn the basics of Data Science in Python, including how to handle, manipulate, and visualize large datasets, as well as gain an understanding of the fundamental concepts behind the most common Machine Learning techniques. These include clustering, regression, dimensionality reduction, and object classification. The course will introduce you to powerful third-party Python packages, as well as the mathematical concepts underlying the aforementioned Machine Learning techniques. You will learn how to prepare input data, apply algorithms, and interpret the output. By the end of the course, you will be able to apply these algorithms to your own research data.

Contents

  • Handling and manipulation of large Datasets
  • Visualization
  • Object classification
  • Regression
  • Clustering of data and dimensionality reduction

Methods

Short blocks of theory alternate with code examples and tasks, so that what has been learnt can be processed in the best possible way.

Prerequisites

This workshop targets everyone who already has some basic knowledge of the Python programming language and its syntax, and now wants to work efficiently with large amounts of data. You should feel comfortable writing your own small programs for simple applications, in order to fully benefit from this course.

To participate, you will need a laptop/PC with a camera, microphone and internet access. The Zoom platform as well as other tools will be used during the workshop and you will receive the link to the online platform a few days prior to the event.
Additional Terms of Use: With your registration, you accept the use of specified platforms/tools and the possibly necessary provision of specified data (name and email address). Additionally, the guarantee of the technical requirements is made by the participants themselves.

 

Weitere Informationen zu dieser Veranstaltung

Veranstaltungsort:

online

Veranstalter:

Graduiertenakademie

Kontaktperson:

Gianna Dalfuß
Universität Kassel
Graduiertenakademie
Koordination der überfachlichen Promovierendenausbildung | Kasseler Graduiertenprogramm
0561 804 2427
graduiertenakademie Bitte fügen Sie an dieser Stelle ein @ ein uni-kassel Bitte fügen Sie an dieser Stelle einen Punkt ein de

Speaker:

Dr. Denis Düsseldorf

Dr. Denis Düsseldorf earned his doctoral degree in numerical mathematics from the University of Bonn in 2024 and holds a certification as a 'Data Scientist Specialized in Machine Data Analytics' from the Fraunhofer Research Institute. He is passionate about teaching programming and math-related topics to current and aspiring researchers to help them solve the practical problems they confront in their research.

Buchen Sie hier Ihre Tickets

Freigabe erforderlich
Die Teilnahme an dieser Veranstaltung erfordert eine Freigabe. Nach Ihrer Buchung wird geprüft, ob die Teilnahmevoraussetzungen erfüllt sind. Nach der Freischaltung erhalten Sie eine Bestätigung Ihrer Buchung.
KGP
Preis: 75,00 €
nicht mehr verfügbar
Buchung möglich von 12.11.2024, 12:00:00 bis 30.11.2024, 23:59:00

Für diese Veranstaltung ist aktuell keine Ticketregistrierung möglich.